RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity.
David LiuZohair ShafiWilliam FleisherTina Eliassi-RadScott AlfeldPublished in: AIES (2021)
Keyphrases
- bayesian networks
- probability distribution
- probabilistic reasoning
- incomplete data
- structure learning
- expert knowledge
- probabilistic model
- graphical models
- conditional independence
- learning bayesian networks
- inference in bayesian networks
- diagnostic reasoning
- neural network
- probabilistic modeling
- bayesian network structure
- bayesian network classifiers
- bayesian network models
- causal relationships
- hidden variables
- probabilistic inference
- naive bayes
- data sets
- fixpoint
- complex domains
- conditional probabilities
- information systems
- artificial intelligence
- machine learning
- bayesian network structures
- data mining
- bayesian network inference
- bayesian network learning
- multiply sectioned bayesian networks